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Segmentation

Papers

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Showing 5701–5750 of 13072 papers

TitleStatusHype
Stereo Superpixel Segmentation Via Decoupled Dynamic Spatial-Embedding Fusion Network—0
Multi-level Contrast Network for Wearables-based Joint Activity Segmentation and Recognition—0
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model—0
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memoryCode1
FEC: Fast Euclidean Clustering for Point Cloud SegmentationCode2
Estimating Appearance Models for Image Segmentation via Tensor FactorizationCode0
Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI—0
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation—0
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation—0
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes—0
A Study of Demographic Bias in CNN-based Brain MR Segmentation—0
Domain-invariant Prototypes for Semantic Segmentation—0
Voxels Intersecting along Orthogonal Levels Attention U-Net for Intracerebral Haemorrhage Segmentation in Head CTCode1
Triple-View Feature Learning for Medical Image SegmentationCode1
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation—0
Image Translation Based Nuclei Segmentation for Immunohistochemistry Images—0
TotalSegmentator: robust segmentation of 104 anatomical structures in CT imagesCode4
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge DistillationCode1
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative GroundingCode1
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation—0
Joint reconstruction-segmentation on graphs—0
Semantic Self-adaptation: Enhancing Generalization with a Single SampleCode1
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation—0
CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation—0
Semantic Segmentation-Assisted Instance Feature Fusion for Multi-Level 3D Part Instance SegmentationCode1
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma—0
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised SegmentationCode1
Multi-Depth Boundary-Aware Left Atrial Scar Segmentation Network—0
Clustering Optimisation Method for Highly Connected Biological Data—0
Occlusion-Aware Instance Segmentation via BiLayer Network ArchitecturesCode2
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation—0
Two-Stream Networks for Object Segmentation in Videos—0
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
Extrinsic Camera Calibration with Semantic SegmentationCode1
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation—0
Ensembled Autoencoder Regularization for Multi-Structure Segmentation for Kidney Cancer Treatment—0
Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and ApplicationsCode1
Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities—0
HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization—0
Exploring the Effects of Data Augmentation for Drivable Area Segmentation—0
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation—0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder—0
BoxShrink: From Bounding Boxes to Segmentation MasksCode1
Semantic Segmentation of Fruits on Multi-sensor Fused Data in Natural Orchards—0
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified